About Me

My name is Tsun-Yu Yang. I am currently working as a post-doctoral researcher at the Institute of Information Science, Academia Sinica, Taiwan. I completed my Ph.D. degree from the Department of Computer Science & Engineering at The Chinese University of Hong Kong (CUHK) in December 2023. My Ph.D. supervisor is Prof. Ming-Chang Yang. My primary research interests involve system designs in graph processing, graph neural network, and emerging memory/storage technology (e.g., non-volatile memory, ultra-low latency SSD, and Skyrmion racetrack memory).

I am currently seeking a post-doctoral position in the USA and welcome all relevant opportunities. Please feel free to contact me for any open positions.

Publication

• Tsun-Yu Yang, Xiangjun Peng, Wang Kang, and Ming-Chang Yang, "Towards Write Optimization for Skyrmion Racetrack Memory by Skyrmion Re-permutation," accepted and to appear in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD).

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• Tsun-Yu Yang, Yizou Chen, Yuhong Liang, and Ming-Chang Yang, "Seraph: Towards Scalable and Efficient Fully-external Graph Computation via On-demand Processing," USENIX Conference on File and Storage Technologies (FAST), Santa Clara, CA, USA, February 27-29, 2024.

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• Tsun-Yu Yang, Cale England, Yi Li, Bingzhe Li, and Ming-Chang Yang, "Grafu: Unleashing the Full Potential of Future Value Computation for Out-of-core Synchronous Graph Processing," ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), San Diego, CA, USA, April 27–May 1, 2024.

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• Yi Li, Tsun-Yu Yang, Ming-Chang Yang, Zhaoyan Shen, and Bingzhe Li, "Celeritas: Out-of-Core based Unsupervised Graph Neural Network via Cross-layer Computing," IEEE International Symposium on High-Performance Computer Architecture (HPCA), Edinburgh, Scotland, March 2–6, 2024.

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• Chao Wang, Junliang Hu, Tsun-Yu Yang, Yuhong Liang, and Ming-Chang Yang, "SEPH: Scalable, Efficient, and Predictable Hashing on Persistent Memory," USENIX Symposium on Operating Systems Design and Implementation (OSDI), Boston, MA, USA, July 10–12, 2023.

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• Tsun-Yu Yang, Yuhong Liang, and Ming-Chang Yang, "Practicably Boosting the Processing Performance of BFS-like Algorithms on Semi-External Graph System via I/O-Efficient Graph Ordering," USENIX Conference on File and Storage Technologies (FAST), Hybrid Event, February 22-24, 2022.

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• Yuhong Liang, Tsun-Yu Yang, and Ming-Chang Yang, "KVIMR: Key-Value Store Aware Data Management Middleware for Interlaced Magnetic Recording Based Hard Disk Drive," USENIX Annual Technical Conference (ATC), Virtual Conference, July 14-16, 2021.

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• Tsun-Yu Yang, Ming-Chang Yang, Jiawei Li, and Wang Kang, "Permutation-Write: Optimizing Write Performance and Energy for Skyrmion Racetrack Memory," ACM/IEEE Design Automation Conference (DAC), San Francisco, USA, July 19-23, 2020. (Virtual Conference)

Recent Awards

• Hong Kong Ph.D. Fellowship (HKPFS), 2019-2023

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• CUHK Vice-Chancellor HKPFS Scholarship, 2019-2023

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• The 57th Design Automation Conference (DAC) Young Fellow, 2020

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• Best Teaching Assistant Award, 2019-2020

Service

• Reviewer @ IEEE Computer Architecture Letters (CAL) 2024

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